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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_correlation.wasp
Title produced by softwarePearson Correlation
Date of computationMon, 02 Nov 2009 03:22:36 -0700
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2009/Nov/02/t1257157402e3r6l11j50hknnu.htm/, Retrieved Sat, 04 May 2024 05:34:32 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=52474, Retrieved Sat, 04 May 2024 05:34:32 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact155

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Bivariate Data Series] [Bivariate dataset] [2008-01-05 23:51:08] [74be16979710d4c4e7c6647856088456]
- RMPD  [Bivariate Kernel Density Estimation] [eigen graf] [2009-10-28 19:00:08] [134dc66689e3d457a82860db6471d419]
- RMPD      [Pearson Correlation] [] [2009-11-02 10:22:36] [244731fa3e7e6c85774b8c0902c58f85] [Current]
- RM          [Kendall tau Rank Correlation] [] [2009-11-02 10:24:42] [ba905ddf7cdf9ecb063c35348c4dab2e]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
100.80
101.33
101.88
101.85
102.04
102.22
102.63
102.65
102.54
102.37
102.68
102.76
102.82
103.31
103.23
103.60
103.95
103.93
104.25
104.38
104.36
104.32
104.58
104.68
104.92
105.46
105.23
105.58
105.34
105.28
105.70
105.67
105.71
106.19
106.93
107.44
107.85
108.71
109.32
109.49
110.20
110.62
111.22
110.88
111.15
111.29
111.09
111.24
111.45
111.75
111.07
111.17
110.96
110.50
110.48
110.66
110.46
Dataseries Y:
Download CSV
Histogram 
-7	
-6	
-6	
-3	
-2	
-5	
-11	
-11	
-11	
-10	
-14	
-8	
-9	
-5	
-1	
-2	
-5	
-4	
-6	
-2	
-2	
-2	
-2	
2	
1	
-8	
-1	
1	
-1	
2	
2	
1	
-1	
-2	
-2	
-1	
-8	
-4	
-6	
-3	
-3	
-7	
-9	
-11	
-13	
-11	
-9	
-17	
-22	
-25	
-20	
-24	
-24	
-22	
-19	
-18	
-17

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 0 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=52474&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]0 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=52474&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=52474&T=0

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time0 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135






Pearson Product Moment Correlation - Ungrouped Data
StatisticVariable XVariable Y
Mean106.388947368421-7.59649122807018
Biased Variance12.068819944598353.5389350569406
Biased Standard Deviation3.474020717353077.31703048079893
Covariance-14.4447462406015
Correlation-0.558284820620082
Determination0.311681940934798
T-Test-4.99048302346910
p-value (2 sided)6.40684422467939e-06
p-value (1 sided)3.20342211233969e-06
Degrees of Freedom55
Number of Observations57

\begin{tabular}{lllllllll}
\hline
Pearson Product Moment Correlation - Ungrouped Data \tabularnewline
Statistic & Variable X & Variable Y \tabularnewline
Mean & 106.388947368421 & -7.59649122807018 \tabularnewline
Biased Variance & 12.0688199445983 & 53.5389350569406 \tabularnewline
Biased Standard Deviation & 3.47402071735307 & 7.31703048079893 \tabularnewline
Covariance & -14.4447462406015 \tabularnewline
Correlation & -0.558284820620082 \tabularnewline
Determination & 0.311681940934798 \tabularnewline
T-Test & -4.99048302346910 \tabularnewline
p-value (2 sided) & 6.40684422467939e-06 \tabularnewline
p-value (1 sided) & 3.20342211233969e-06 \tabularnewline
Degrees of Freedom & 55 \tabularnewline
Number of Observations & 57 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=52474&T=1

[TABLE]
[ROW][C]Pearson Product Moment Correlation - Ungrouped Data[/C][/ROW]
[ROW][C]Statistic[/C][C]Variable X[/C][C]Variable Y[/C][/ROW]
[ROW][C]Mean[/C][C]106.388947368421[/C][C]-7.59649122807018[/C][/ROW]
[ROW][C]Biased Variance[/C][C]12.0688199445983[/C][C]53.5389350569406[/C][/ROW]
[ROW][C]Biased Standard Deviation[/C][C]3.47402071735307[/C][C]7.31703048079893[/C][/ROW]
[ROW][C]Covariance[/C][C]-14.4447462406015[/C][/ROW]
[ROW][C]Correlation[/C][C]-0.558284820620082[/C][/ROW]
[ROW][C]Determination[/C][C]0.311681940934798[/C][/ROW]
[ROW][C]T-Test[/C][C]-4.99048302346910[/C][/ROW]
[ROW][C]p-value (2 sided)[/C][C]6.40684422467939e-06[/C][/ROW]
[ROW][C]p-value (1 sided)[/C][C]3.20342211233969e-06[/C][/ROW]
[ROW][C]Degrees of Freedom[/C][C]55[/C][/ROW]
[ROW][C]Number of Observations[/C][C]57[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=52474&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=52474&T=1

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Pearson Product Moment Correlation - Ungrouped Data
StatisticVariable XVariable Y
Mean106.388947368421-7.59649122807018
Biased Variance12.068819944598353.5389350569406
Biased Standard Deviation3.474020717353077.31703048079893
Covariance-14.4447462406015
Correlation-0.558284820620082
Determination0.311681940934798
T-Test-4.99048302346910
p-value (2 sided)6.40684422467939e-06
p-value (1 sided)3.20342211233969e-06
Degrees of Freedom55
Number of Observations57


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
Parameters (R input):
R code (references can be found in the software module):
bitmap(file='test1.png')
histx <- hist(x, plot=FALSE)
histy <- hist(y, plot=FALSE)
maxcounts <- max(c(histx$counts, histx$counts))
xrange <- c(min(x),max(x))
yrange <- c(min(y),max(y))
nf <- layout(matrix(c(2,0,1,3),2,2,byrow=TRUE), c(3,1), c(1,3), TRUE)
par(mar=c(4,4,1,1))
plot(x, y, xlim=xrange, ylim=yrange, xlab=xlab, ylab=ylab)
par(mar=c(0,4,1,1))
barplot(histx$counts, axes=FALSE, ylim=c(0, maxcounts), space=0)
par(mar=c(4,0,1,1))
barplot(histy$counts, axes=FALSE, xlim=c(0, maxcounts), space=0, horiz=TRUE)
dev.off()
lx = length(x)
makebiased = (lx-1)/lx
varx = var(x)*makebiased
vary = var(y)*makebiased
corxy <- cor.test(x,y,method='pearson')
cxy <- as.matrix(corxy$estimate)[1,1]
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Pearson Product Moment Correlation - Ungrouped Data',3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Statistic',1,TRUE)
a<-table.element(a,'Variable X',1,TRUE)
a<-table.element(a,'Variable Y',1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('arithmetic_mean.htm','Mean',''),header=TRUE)
a<-table.element(a,mean(x))
a<-table.element(a,mean(y))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('biased.htm','Biased Variance',''),header=TRUE)
a<-table.element(a,varx)
a<-table.element(a,vary)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('biased1.htm','Biased Standard Deviation',''),header=TRUE)
a<-table.element(a,sqrt(varx))
a<-table.element(a,sqrt(vary))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('covariance.htm','Covariance',''),header=TRUE)
a<-table.element(a,cov(x,y),2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('pearson_correlation.htm','Correlation',''),header=TRUE)
a<-table.element(a,cxy,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('coeff_of_determination.htm','Determination',''),header=TRUE)
a<-table.element(a,cxy*cxy,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,hyperlink('ttest_statistic.htm','T-Test',''),header=TRUE)
a<-table.element(a,as.matrix(corxy$statistic)[1,1],2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-value (2 sided)',header=TRUE)
a<-table.element(a,(p2 <- as.matrix(corxy$p.value)[1,1]),2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-value (1 sided)',header=TRUE)
a<-table.element(a,p2/2,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Degrees of Freedom',header=TRUE)
a<-table.element(a,lx-2,2)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Number of Observations',header=TRUE)
a<-table.element(a,lx,2)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')